Kisan Awaz RASA Chatbot

Introduction

Introducing a revolutionary Final Year Project in the field of Computer Science - a cutting-edge, Voice-Enabled Urdu Chatbot designed specifically for farmers in Pakistan. Built using RASA, this chatbot allows farmers to easily communicate with it in their native language (Urdu) and obtain valuable information about the weather forecast for the upcoming week days, machinery prices, as well as fertilizers and pesticides prices. With this innovative technology, farmers can now access vital information conveniently and efficiently, ultimately leading to increased productivity and success in their agricultural endeavors.

Services

This Chatbot can provide services in the following four catergories:

Weather Forecast

In weather forecast, it can provide the weather conditions in the following categories:

Morning Temperature
Evening Temperature
Night Temperature
Minimum Terperature
Maximum Temperature
Humidity in the air
Air Pressure
Wind Speed
Ultra Violet(UV) rays index
Whether it is raining or not
Whether it is snowing or not
Whether the sky is cloudy or not
Wheather there is smoke/smog/fog in the atmosphere
Weather there will be dust/ash storm etc in the atmosphere
General weather condition combined with max and min temperature

It is capable of telling the weather forecast for current day and for the next 7 days. Here's the List of 400+ Cities and Towns for which it is providing coverage.

Fertilizer Prices

Currently, it is providing the pricing information about These Fertilizers.

Pesticides Prices

Currently, it is providing the pricing information about These Pesticides.

Machinery Prices

Currently, it is providing the pricing information about These Farming Machineries.

Here're a few glimps of the conversation with the chatbot:


User asking about Smoke and Rain	User asking Humidity	User asking about Weather


User asking about Machinery Price	User asking about Fertilizer Price	User asking Pesticide Price

Installation and Running

Download and move inside the directory of repository

git clone https://github.com/DaudAhmad0303/kisan-awaz-rasa-chatbot-fyp.git
cd kisan-awaz-rasa-chatbot-fyp

All the requirments are given in the file requirements.txt. Install using pip:

pip install -r requirements.txt

Connect your environment variables for REMOTE_DB_URL and OPEN_WEATHER_MAP_API.
Run the python file openweathermap/APIToMongoDB.py to fetch data from API and save it in Database.
Now, train your RASA model and run the NLU server and action server for RASA:

rasa train --force
rasa run -m models --enable-api --cors "*" --auth-token None
rasa run actions --debug

If training has been done successfully, RASA server will be running at localhost:5005. Now, open this file inside webview webView/index.html in the browser and start conversation in URDU.

Author

You can get in touch with me on my LinkedIn Profile:

Daud Ahmad

You can also follow my GitHub Profile to stay updated about my latest projects:

If you liked the repo then kindly support it by giving it a star ⭐!

daudahmad0303 / kisan-awaz-rasa-chatbot-fyp Goto Github PK